Genome-wide association study between CNVs and milk production traits in Valle del Belice sheep

被引:39
|
作者
Di Gerlando, Rosalia [1 ]
Sutera, Anna Maria [1 ]
Mastrangelo, Salvatore [1 ]
Tolone, Marco [1 ]
Portolano, Baldassare [1 ]
Sottile, Gianluca [2 ]
Bagnato, Alessandro [3 ]
Strillacci, Maria Giuseppina [3 ]
Sardina, Maria Teresa [1 ]
机构
[1] Univ Palermo, Dipartimento Sci Agr Alimentari & Forestali, Palermo, Italy
[2] Univ Palermo, Dipartimento Sci Econ Aziendali & Stat, Palermo, Italy
[3] Univ Milan, Dipartimento Med Vet, Milan, Italy
来源
PLOS ONE | 2019年 / 14卷 / 04期
关键词
COPY NUMBER VARIATION; CANDIDATE GENES; VARIANTS; RECEPTORS; PHENOTYPE; BREEDS; DNA;
D O I
10.1371/journal.pone.0215204
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Copy number variation (CNV) is a major source of genomic structural variation. The aim of this study was to detect genomic CNV regions (CNVR) in Valle del Belice dairy sheep population and to identify those affecting milk production traits. The GO analysis identified possible candidate genes and pathways related to the selected traits. We identified CNVs in 416 individuals genotyped using the Illumina OvineSNP50 BeadChip array. The CNV association using a correlation-trend test model was examined with the Golden Helix SVS 8.7.0 tool. Significant CNVs were detected when their adjusted p-value was <0.01 after false discovery rate (FDR) correction. We identified 7,208 CNVs, which gave 365 CNVRs after aggregating overlapping CNVs. Thirty-one CNVRs were significantly associated with one or more traits included in the analysis. All CNVRs, except those on OAR19, overlapped with quantitative trait loci (QTL), even if they were not directly related to the traits of interest. A total of 222 genes were annotated within the significantly associated CNVRs, most of which played important roles in biological processes related to milk production and health-related traits. Identification of the genes in the CNVRs associated with the studied traits will provide the basis for further investigation of their role in the metabolic pathways related to milk production and health traits.
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页数:13
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